Overview

Dataset statistics

Number of variables28
Number of observations21458
Missing cells123342
Missing cells (%)20.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.6 MiB
Average record size in memory224.0 B

Variable types

CAT17
NUM9
UNSUPPORTED2

Reproduction

Analysis started2020-08-09 21:35:33.680970
Analysis finished2020-08-09 21:35:51.066773
Duration17.39 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

CampaignNumber has a high cardinality: 3345 distinct values High cardinality
VehicleModel has a high cardinality: 1259 distinct values High cardinality
MfgCampaignNumber has a high cardinality: 1515 distinct values High cardinality
ComponentName has a high cardinality: 311 distinct values High cardinality
MfgFiledReport has a high cardinality: 137 distinct values High cardinality
DefectSummary has a high cardinality: 3125 distinct values High cardinality
ConsequenceSummary has a high cardinality: 2591 distinct values High cardinality
CorrectiveSummary has a high cardinality: 3129 distinct values High cardinality
RecallNotes has a high cardinality: 1668 distinct values High cardinality
RecallComponentID has a high cardinality: 19743 distinct values High cardinality
mfr_comp_name has a high cardinality: 61 distinct values High cardinality
mfr_comp_desc has a high cardinality: 68 distinct values High cardinality
mfr_comp_ptno has a high cardinality: 187 distinct values High cardinality
RecordID is highly correlated with df_indexHigh correlation
df_index is highly correlated with RecordIDHigh correlation
ReportReceivedDate is highly correlated with OwnerNotifiedDate and 1 other fieldsHigh correlation
OwnerNotifiedDate is highly correlated with ReportReceivedDate and 1 other fieldsHigh correlation
RecordCreationDate is highly correlated with OwnerNotifiedDate and 1 other fieldsHigh correlation
mfr_comp_name is highly correlated with VehicleMake and 3 other fieldsHigh correlation
VehicleMake is highly correlated with mfr_comp_name and 1 other fieldsHigh correlation
RecallTypeCode is highly correlated with mfr_comp_name and 1 other fieldsHigh correlation
MfgOfRecalledProducts is highly correlated with mfr_comp_name and 1 other fieldsHigh correlation
mfr_comp_desc is highly correlated with VehicleMake and 3 other fieldsHigh correlation
MfgCampaignNumber has 10996 (51.2%) missing values Missing
MfgBeginDate has 6987 (32.6%) missing values Missing
MfgEndDate has 6935 (32.3%) missing values Missing
OwnerNotifiedDate has 2001 (9.3%) missing values Missing
RegulationPartNumber has 19089 (89.0%) missing values Missing
FMVSafetyStandardNumber has 16482 (76.8%) missing values Missing
DefectSummary has 424 (2.0%) missing values Missing
ConsequenceSummary has 1108 (5.2%) missing values Missing
CorrectiveSummary has 411 (1.9%) missing values Missing
mfr_comp_name has 19570 (91.2%) missing values Missing
mfr_comp_desc has 19581 (91.3%) missing values Missing
mfr_comp_ptno has 19730 (91.9%) missing values Missing
MfgBeginDate is highly skewed (γ1 = -56.42137554) Skewed
MfgEndDate is highly skewed (γ1 = -66.49257101) Skewed
df_index has unique values Unique
RecordID has unique values Unique
RegulationPartNumber is an unsupported type, check if it needs cleaning or further analysis Unsupported
FMVSafetyStandardNumber is an unsupported type, check if it needs cleaning or further analysis Unsupported

Variables

df_index
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count21458
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean92457.34709665393
Minimum48
Maximum154390
Zeros0
Zeros (%)0.0%
Memory size167.6 KiB
2020-08-09T17:35:51.112775image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum48
5-th percentile11404.85
Q151772.25
median101448.5
Q3135896.5
95-th percentile152127.15
Maximum154390
Range154342
Interquartile range (IQR)84124.25

Descriptive statistics

Standard deviation47169.87297
Coefficient of variation (CV)0.510179823
Kurtosis-1.143884302
Mean92457.3471
Median Absolute Deviation (MAD)39593
Skewness-0.3904815271
Sum1983949754
Variance2224996916
2020-08-09T17:35:51.204778image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20471< 0.1%
 
742301< 0.1%
 
1051261< 0.1%
 
1515061< 0.1%
 
969381< 0.1%
 
1078731< 0.1%
 
1406731< 0.1%
 
1542861< 0.1%
 
1420001< 0.1%
 
1512711< 0.1%
 
Other values (21448)21448> 99.9%
 
ValueCountFrequency (%) 
481< 0.1%
 
491< 0.1%
 
671< 0.1%
 
971< 0.1%
 
981< 0.1%
 
ValueCountFrequency (%) 
1543901< 0.1%
 
1543891< 0.1%
 
1543881< 0.1%
 
1543871< 0.1%
 
1543521< 0.1%
 

RecordID
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count21458
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean92458.34709665393
Minimum49
Maximum154391
Zeros0
Zeros (%)0.0%
Memory size167.6 KiB
2020-08-09T17:35:51.303782image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum49
5-th percentile11405.85
Q151773.25
median101449.5
Q3135897.5
95-th percentile152128.15
Maximum154391
Range154342
Interquartile range (IQR)84124.25

Descriptive statistics

Standard deviation47169.87297
Coefficient of variation (CV)0.510174305
Kurtosis-1.143884302
Mean92458.3471
Median Absolute Deviation (MAD)39593
Skewness-0.3904815271
Sum1983971212
Variance2224996916
2020-08-09T17:35:51.394786image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20471< 0.1%
 
1542861< 0.1%
 
1420001< 0.1%
 
1512711< 0.1%
 
1269131< 0.1%
 
129791< 0.1%
 
27401< 0.1%
 
1317651< 0.1%
 
1235771< 0.1%
 
827191< 0.1%
 
Other values (21448)21448> 99.9%
 
ValueCountFrequency (%) 
491< 0.1%
 
501< 0.1%
 
681< 0.1%
 
981< 0.1%
 
991< 0.1%
 
ValueCountFrequency (%) 
1543911< 0.1%
 
1543901< 0.1%
 
1543891< 0.1%
 
1543881< 0.1%
 
1543531< 0.1%
 

CampaignNumber
Categorical

HIGH CARDINALITY

Distinct count3345
Unique (%)15.6%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
20V440000
 
630
20V439000
 
464
09E012000
 
247
06E026000
 
216
98V178000
 
206
Other values (3340)
19695
ValueCountFrequency (%) 
20V4400006302.9%
 
20V4390004642.2%
 
09E0120002471.2%
 
06E0260002161.0%
 
98V1780002061.0%
 
09E0250001970.9%
 
19V7410001840.9%
 
06E0490001730.8%
 
20V3780001490.7%
 
20V3140001400.7%
 
Other values (3335)1885287.9%
 
2020-08-09T17:35:51.577792image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length9
Median length9
Mean length9
Min length9

VehicleMake
Categorical

HIGH CORRELATION

Distinct count20
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
BMW
3498
HONDA
3420
TOYOTA
2427
VOLVO
2163
NISSAN
 
1289
Other values (15)
8661
ValueCountFrequency (%) 
BMW349816.3%
 
HONDA342015.9%
 
TOYOTA242711.3%
 
VOLVO216310.1%
 
NISSAN12896.0%
 
VOLKSWAGEN12735.9%
 
SUBARU11845.5%
 
AUDI9354.4%
 
MAZDA7523.5%
 
LEXUS7263.4%
 
Other values (10)379117.7%
 
2020-08-09T17:35:51.754615image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length10
Median length5
Mean length5.39947805
Min length3

VehicleModel
Categorical

HIGH CARDINALITY

Distinct count1259
Unique (%)5.9%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
PILOT
 
577
ODYSSEY
 
506
ACCORD
 
392
CIVIC
 
390
PASSPORT
 
318
Other values (1254)
19275
ValueCountFrequency (%) 
PILOT5772.7%
 
ODYSSEY5062.4%
 
ACCORD3921.8%
 
CIVIC3901.8%
 
PASSPORT3181.5%
 
TUNDRA2671.2%
 
LEGACY2231.0%
 
COROLLA2121.0%
 
IMPREZA2071.0%
 
JETTA2061.0%
 
Other values (1249)1816084.6%
 
2020-08-09T17:35:51.941622image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length25
Median length5
Mean length5.855857955
Min length1

VehicleYear
Real number (ℝ≥0)

Distinct count74
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2046.8997576661386
Minimum1949
Maximum9999
Zeros0
Zeros (%)0.0%
Memory size167.6 KiB
2020-08-09T17:35:52.028625image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum1949
5-th percentile1983
Q12000
median2008
Q32014
95-th percentile2019
Maximum9999
Range8050
Interquartile range (IQR)14

Descriptive statistics

Standard deviation573.5441658
Coefficient of variation (CV)0.2802013941
Kurtosis188.2205131
Mean2046.899758
Median Absolute Deviation (MAD)7
Skewness13.78874809
Sum43922375
Variance328952.9101
2020-08-09T17:35:52.118629image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
201911155.2%
 
201010454.9%
 
20119694.5%
 
20099464.4%
 
20089244.3%
 
20128734.1%
 
20068273.9%
 
20078213.8%
 
20138153.8%
 
20147893.7%
 
Other values (64)1233457.5%
 
ValueCountFrequency (%) 
19491< 0.1%
 
19501< 0.1%
 
19511< 0.1%
 
19521< 0.1%
 
19531< 0.1%
 
ValueCountFrequency (%) 
99991110.5%
 
20211650.8%
 
20207743.6%
 
201911155.2%
 
20186803.2%
 

MfgCampaignNumber
Categorical

HIGH CARDINALITY
MISSING

Distinct count1515
Unique (%)14.5%
Missing10996
Missing (%)51.2%
Memory size167.6 KiB
Y7Y
 
630
T89
 
464
J0A, J0B, J0C, JLI
 
184
R10029
 
149
20TB12/20TA12
 
102
Other values (1510)
8933
ValueCountFrequency (%) 
Y7Y6302.9%
 
T894642.2%
 
J0A, J0B, J0C, JLI1840.9%
 
R100291490.7%
 
20TB12/20TA121020.5%
 
U40,M45,O41,G44930.4%
 
110920.4%
 
RVXX0001780.4%
 
SET16B760.4%
 
See attached report.720.3%
 
Other values (1505)852239.7%
 
(Missing)1099651.2%
 
2020-08-09T17:35:52.311636image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length20
Median length3
Mean length4.762373008
Min length2

ComponentName
Categorical

HIGH CARDINALITY

Distinct count311
Unique (%)1.4%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
AIR BAGS:FRONTAL:PASSENGER SIDE:INFLATOR MODULE
 
1956
EXTERIOR LIGHTING
 
1128
AIR BAGS:FRONTAL:DRIVER SIDE:INFLATOR MODULE
 
1055
ELECTRICAL SYSTEM: SOFTWARE
 
694
BACK OVER PREVENTION: SENSING SYSTEM: CAMERA
 
652
Other values (306)
15973
ValueCountFrequency (%) 
AIR BAGS:FRONTAL:PASSENGER SIDE:INFLATOR MODULE19569.1%
 
EXTERIOR LIGHTING11285.3%
 
AIR BAGS:FRONTAL:DRIVER SIDE:INFLATOR MODULE10554.9%
 
ELECTRICAL SYSTEM: SOFTWARE6943.2%
 
BACK OVER PREVENTION: SENSING SYSTEM: CAMERA6523.0%
 
FUEL SYSTEM, GASOLINE:DELIVERY:FUEL PUMP6052.8%
 
EQUIPMENT:OTHER:LABELS5552.6%
 
EXTERIOR LIGHTING:HEADLIGHTS5302.5%
 
AIR BAGS4422.1%
 
ENGINE AND ENGINE COOLING:ENGINE3301.5%
 
Other values (301)1351163.0%
 
2020-08-09T17:35:52.490643image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length96
Median length34
Mean length34.32332929
Min length5

MfgFiledReport
Categorical

HIGH CARDINALITY

Distinct count137
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
Honda (American Honda Motor Co.)
2669
BMW of North America, LLC
 
2281
Toyota Motor Engineering & Manufacturing
 
1535
Volkswagen Group of America, Inc.
 
1000
Subaru of America, Inc.
 
840
Other values (132)
13133
ValueCountFrequency (%) 
Honda (American Honda Motor Co.)266912.4%
 
BMW of North America, LLC228110.6%
 
Toyota Motor Engineering & Manufacturing15357.2%
 
Volkswagen Group of America, Inc.10004.7%
 
Subaru of America, Inc.8403.9%
 
BAYERISCHE MOTOREN WERKE8013.7%
 
NISSAN NORTH AMERICA, INC.7773.6%
 
VOLKSWAGEN OF AMERICA,INC7433.5%
 
Nissan North America, Inc.6653.1%
 
VOLVO TRUCKS NORTH AMERICA INC5572.6%
 
Other values (127)959044.7%
 
2020-08-09T17:35:52.666650image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length40
Median length26
Mean length27.04119676
Min length5

MfgBeginDate
Real number (ℝ≥0)

MISSING
SKEWED

Distinct count2995
Unique (%)20.7%
Missing6987
Missing (%)32.6%
Infinite0
Infinite (%)0.0%
Mean20030467.416557252
Minimum2090211.0
Maximum20200927.0
Zeros0
Zeros (%)0.0%
Memory size167.6 KiB
2020-08-09T17:35:52.759653image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum2090211
5-th percentile19830101
Q119990331
median20051201
Q320110314
95-th percentile20170610.5
Maximum20200927
Range18110716
Interquartile range (IQR)119983

Descriptive statistics

Standard deviation202471.5267
Coefficient of variation (CV)0.01010817783
Kurtosis4657.496601
Mean20030467.42
Median Absolute Deviation (MAD)59415
Skewness-56.42137554
Sum2.89860894e+11
Variance4.099471911e+10
2020-08-09T17:35:52.857657image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20040823810.4%
 
19880926780.4%
 
19880201770.4%
 
19871205750.3%
 
20050201660.3%
 
19901111650.3%
 
19820709600.3%
 
19910301600.3%
 
20030109590.3%
 
19870101560.3%
 
Other values (2985)1379464.3%
 
(Missing)698732.6%
 
ValueCountFrequency (%) 
20902111< 0.1%
 
101111291< 0.1%
 
190001017< 0.1%
 
19490801210.1%
 
1965040110< 0.1%
 
ValueCountFrequency (%) 
202009271< 0.1%
 
201910231< 0.1%
 
201910222< 0.1%
 
201910181< 0.1%
 
201910071< 0.1%
 

MfgEndDate
Real number (ℝ≥0)

MISSING
SKEWED

Distinct count3101
Unique (%)21.4%
Missing6935
Missing (%)32.3%
Infinite0
Infinite (%)0.0%
Mean20059907.349652275
Minimum2040211.0
Maximum20200310.0
Zeros0
Zeros (%)0.0%
Memory size167.6 KiB
2020-08-09T17:35:52.954661image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum2040211
5-th percentile19860201
Q120010831
median20090730
Q320140226
95-th percentile20180916.7
Maximum20200310
Range18160099
Interquartile range (IQR)129395

Descriptive statistics

Standard deviation182578.7946
Coefficient of variation (CV)0.009101676863
Kurtosis6534.365945
Mean20059907.35
Median Absolute Deviation (MAD)59721
Skewness-66.49257101
Sum2.913300344e+11
Variance3.333501623e+10
2020-08-09T17:35:53.056680image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
199411302061.0%
 
20110930880.4%
 
19930331780.4%
 
20111216760.4%
 
20120127750.3%
 
20181205720.3%
 
20080724710.3%
 
20020717650.3%
 
20140523620.3%
 
19851218600.3%
 
Other values (3091)1367063.7%
 
(Missing)693532.3%
 
ValueCountFrequency (%) 
20402111< 0.1%
 
190001017< 0.1%
 
196610012< 0.1%
 
196708011< 0.1%
 
196712016< 0.1%
 
ValueCountFrequency (%) 
202003101< 0.1%
 
202002131< 0.1%
 
201912053< 0.1%
 
201911111< 0.1%
 
201910308< 0.1%
 

RecallTypeCode
Categorical

HIGH CORRELATION

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
V
19055
E
 
2367
I
 
24
T
 
11
C
 
1
ValueCountFrequency (%) 
V1905588.8%
 
E236711.0%
 
I240.1%
 
T110.1%
 
C1< 0.1%
 
2020-08-09T17:35:53.243196image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length1
Median length1
Mean length1
Min length1

PotentialUnitsAffected
Real number (ℝ≥0)

Distinct count2641
Unique (%)12.3%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean282520.65172204876
Minimum0.0
Maximum14400000.0
Zeros28
Zeros (%)0.1%
Memory size167.6 KiB
2020-08-09T17:35:53.327199image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile153
Q14800
median51465
Q3295136
95-th percentile1228830
Maximum14400000
Range14400000
Interquartile range (IQR)290336

Descriptive statistics

Standard deviation672834.891
Coefficient of variation (CV)2.381542329
Kurtosis118.703365
Mean282520.6517
Median Absolute Deviation (MAD)50851
Skewness8.085022406
Sum6062045624
Variance4.527067905e+11
2020-08-09T17:35:53.428203image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4993426302.9%
 
6077844642.2%
 
162702471.2%
 
3400002341.1%
 
619442161.0%
 
425401970.9%
 
9282201840.9%
 
271761730.8%
 
3079101490.7%
 
1359951400.7%
 
Other values (2631)1882387.7%
 
ValueCountFrequency (%) 
0280.1%
 
110< 0.1%
 
2170.1%
 
3220.1%
 
4170.1%
 
ValueCountFrequency (%) 
14400000110.1%
 
6281043500.2%
 
4445056390.2%
 
3700000510.2%
 
3498481250.1%
 

OwnerNotifiedDate
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count2464
Unique (%)12.7%
Missing2001
Missing (%)9.3%
Infinite0
Infinite (%)0.0%
Mean20092671.11605078
Minimum19010101.0
Maximum20200729.0
Zeros0
Zeros (%)0.0%
Memory size167.6 KiB
2020-08-09T17:35:53.526206image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum19010101
5-th percentile19860214
Q120050927
median20130422
Q320180209
95-th percentile20200212
Maximum20200729
Range1190628
Interquartile range (IQR)129282

Descriptive statistics

Standard deviation111738.1801
Coefficient of variation (CV)0.005561141147
Kurtosis4.501783483
Mean20092671.12
Median Absolute Deviation (MAD)59703
Skewness-1.720793308
Sum3.909431019e+11
Variance1.248542089e+10
2020-08-09T17:35:53.616210image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200905112471.2%
 
201908122201.0%
 
200604032171.0%
 
202001072101.0%
 
199903312061.0%
 
200907281970.9%
 
201911201860.9%
 
200607011730.8%
 
201005271570.7%
 
201806151420.7%
 
Other values (2454)1750281.6%
 
(Missing)20019.3%
 
ValueCountFrequency (%) 
190101016< 0.1%
 
196609231< 0.1%
 
196610061< 0.1%
 
196612191< 0.1%
 
196612232< 0.1%
 
ValueCountFrequency (%) 
202007291< 0.1%
 
202007276< 0.1%
 
20200724840.4%
 
202007236< 0.1%
 
202007221400.7%
 

RecallInitiator
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
MFR
14691
ODI
5078
OVSC
 
1689
ValueCountFrequency (%) 
MFR1469168.5%
 
ODI507823.7%
 
OVSC16897.9%
 
2020-08-09T17:35:53.800217image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length4
Median length3
Mean length3.078711902
Min length3

MfgOfRecalledProducts
Categorical

HIGH CORRELATION

Distinct count23
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
Honda (American Honda Motor Co.)
4064
BMW of North America, LLC
3698
Toyota Motor Corporation
3153
Volkswagen Group of America, Inc.
2208
Nissan North America, Inc.
1697
Other values (18)
6638
ValueCountFrequency (%) 
Honda (American Honda Motor Co.)406418.9%
 
BMW of North America, LLC369817.2%
 
Toyota Motor Corporation315314.7%
 
Volkswagen Group of America, Inc.220810.3%
 
Nissan North America, Inc.16977.9%
 
Volvo Trucks North America12405.8%
 
Subaru of America, Inc.11845.5%
 
Volvo Car USA LLC9234.3%
 
Porsche Cars North America, Inc.6553.1%
 
Hyundai Motor America6533.0%
 
Other values (13)19839.2%
 
2020-08-09T17:35:53.981224image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length36
Median length25
Mean length26.02390717
Min length10

ReportReceivedDate
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count2412
Unique (%)11.2%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean20098066.4434657
Minimum19660929.0
Maximum20200731.0
Zeros0
Zeros (%)0.0%
Memory size167.6 KiB
2020-08-09T17:35:54.074227image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum19660929
5-th percentile19860310
Q120060321
median20131212
Q320180848
95-th percentile20200728
Maximum20200731
Range539802
Interquartile range (IQR)120527

Descriptive statistics

Standard deviation110703.4388
Coefficient of variation (CV)0.005508163639
Kurtosis2.157125106
Mean20098066.44
Median Absolute Deviation (MAD)59407
Skewness-1.540110619
Sum4.312241136e+11
Variance1.225525136e+10
2020-08-09T17:35:54.161231image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2020072811115.2%
 
200904072471.2%
 
201906272311.1%
 
202001152221.0%
 
200603232161.0%
 
202001022101.0%
 
199808042061.0%
 
200905111970.9%
 
201910171910.9%
 
200605241820.8%
 
Other values (2402)1844385.9%
 
ValueCountFrequency (%) 
196609291< 0.1%
 
196610101< 0.1%
 
196612211< 0.1%
 
196612282< 0.1%
 
196701011< 0.1%
 
ValueCountFrequency (%) 
202007311< 0.1%
 
202007292< 0.1%
 
2020072811115.2%
 
202007221< 0.1%
 
202007171< 0.1%
 

RecordCreationDate
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count2005
Unique (%)9.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20099760.04357349
Minimum19791012
Maximum20200731
Zeros0
Zeros (%)0.0%
Memory size167.6 KiB
2020-08-09T17:35:54.255234image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Quantile statistics

Minimum19791012
5-th percentile19860311
Q120060321
median20131217
Q320180831
95-th percentile20200729
Maximum20200731
Range409719
Interquartile range (IQR)120510

Descriptive statistics

Standard deviation105539.2502
Coefficient of variation (CV)0.005250771652
Kurtosis1.151248456
Mean20099760.04
Median Absolute Deviation (MAD)59403
Skewness-1.330607305
Sum4.31300651e+11
Variance1.113853334e+10
2020-08-09T17:35:54.337237image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2020072911135.2%
 
197910126963.2%
 
201901312591.2%
 
200904072471.2%
 
201907012351.1%
 
202001152221.0%
 
200603232161.0%
 
202001032101.0%
 
199808142061.0%
 
200905111970.9%
 
Other values (1995)1785783.2%
 
ValueCountFrequency (%) 
197910126963.2%
 
197912115< 0.1%
 
197912122< 0.1%
 
1979121410< 0.1%
 
198001142< 0.1%
 
ValueCountFrequency (%) 
202007311< 0.1%
 
2020072911135.2%
 
202007221< 0.1%
 
202007171< 0.1%
 
202007161020.5%
 

RegulationPartNumber
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing19089
Missing (%)89.0%
Memory size167.8 KiB

FMVSafetyStandardNumber
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing16482
Missing (%)76.8%
Memory size167.8 KiB

DefectSummary
Categorical

HIGH CARDINALITY
MISSING

Distinct count3125
Unique (%)14.9%
Missing424
Missing (%)2.0%
Memory size167.6 KiB
Honda (American Honda Motor Co.) is recalling certain 2019-2021 Pilot, 2019-2020 Odyssey and 2019-2020 Passport vehicles. Incorrect central network software programming may cause several errors to occur that can delay or prevent the rearview camera image from displaying. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard (FMVSS) number 111, "Rearview Mirrors."
 
630
Honda (American Honda Motor Co.) is recalling certain 2018-2020 Odyssey, 2019-2020 Passport, and 2019-2021 Pilot vehicles. Incorrect instrument panel control module software can cause the instrument panel to not display critical information, such as engine oil pressure, speedometer, and gear selector position until the next ignition cycle. Additionally, it can prevent the rearview camera image from displaying. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard (FMVSS) numbers 101, "Control and Displays" and 111, "Rearview Mirrors."
 
464
SABERSPORT IS RECALLING 16,270 COMBINATION CORNER AND BUMPER LAMP ASSEMBLIES OF VARIOUS PART NUMBERS SOLD FOR USE AS AFTERMARKET EQUIPMENT FOR VARIOUS PASSENGER VEHICLES. THESE HEADLAMPS FAIL TO CONFORM TO THE REQUIREMENTS OF FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, "LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT." THESE LAMPS DO NOT CONTAIN THE REQUIRED AMBER SIDE REFLECTORS.
 
247
CERTAIN PRO-A MOTORS CORNER LAMPS, TURN SIGNALS, AND HEADLIGHTS SOLD AS REPLACEMENT LAMPS FOR USE ON CERTAIN PASSENGER VEHICLES LISTED ABOVE. SOME COMBINATION LAMPS THAT ARE NOT EQUIPPED WITH AMBER SIDE REFLECTORS FAIL TO CONFORM TO FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT.
 
216
VEHICLE DESCRIPTION: PASSENGER VEHICLES. A MALFUNCTION OR FAILURE OF A COOLANT SYSTEM COMPONENT, SUCH AS A THERMOSTAT, WATER PUMP, OR FAN BELT, CAN RESULT IN SIGNIFICANTLY INCREASED COOLANT TEMPERATURE AND SYSTEM PRESSURE. IF THE INDICATIONS OF A CRITICAL OVERHEATING CONDITION IS NOT NOTICED BY THE DRIVER, IT IS POSSIBLE THAT DAMAGE TO, OR FAILURE OF, A COOLANT SYSTEM COMPONENT COULD OCCUR.
 
206
Other values (3120)
19271
ValueCountFrequency (%) 
Honda (American Honda Motor Co.) is recalling certain 2019-2021 Pilot, 2019-2020 Odyssey and 2019-2020 Passport vehicles. Incorrect central network software programming may cause several errors to occur that can delay or prevent the rearview camera image from displaying. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard (FMVSS) number 111, "Rearview Mirrors."6302.9%
 
Honda (American Honda Motor Co.) is recalling certain 2018-2020 Odyssey, 2019-2020 Passport, and 2019-2021 Pilot vehicles. Incorrect instrument panel control module software can cause the instrument panel to not display critical information, such as engine oil pressure, speedometer, and gear selector position until the next ignition cycle. Additionally, it can prevent the rearview camera image from displaying. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard (FMVSS) numbers 101, "Control and Displays" and 111, "Rearview Mirrors."4642.2%
 
SABERSPORT IS RECALLING 16,270 COMBINATION CORNER AND BUMPER LAMP ASSEMBLIES OF VARIOUS PART NUMBERS SOLD FOR USE AS AFTERMARKET EQUIPMENT FOR VARIOUS PASSENGER VEHICLES. THESE HEADLAMPS FAIL TO CONFORM TO THE REQUIREMENTS OF FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, "LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT." THESE LAMPS DO NOT CONTAIN THE REQUIRED AMBER SIDE REFLECTORS.2471.2%
 
CERTAIN PRO-A MOTORS CORNER LAMPS, TURN SIGNALS, AND HEADLIGHTS SOLD AS REPLACEMENT LAMPS FOR USE ON CERTAIN PASSENGER VEHICLES LISTED ABOVE. SOME COMBINATION LAMPS THAT ARE NOT EQUIPPED WITH AMBER SIDE REFLECTORS FAIL TO CONFORM TO FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT.2161.0%
 
VEHICLE DESCRIPTION: PASSENGER VEHICLES. A MALFUNCTION OR FAILURE OF A COOLANT SYSTEM COMPONENT, SUCH AS A THERMOSTAT, WATER PUMP, OR FAN BELT, CAN RESULT IN SIGNIFICANTLY INCREASED COOLANT TEMPERATURE AND SYSTEM PRESSURE. IF THE INDICATIONS OF A CRITICAL OVERHEATING CONDITION IS NOT NOTICED BY THE DRIVER, IT IS POSSIBLE THAT DAMAGE TO, OR FAILURE OF, A COOLANT SYSTEM COMPONENT COULD OCCUR.2061.0%
 
DOPE, INC. IS RECALLING 42,540 COMBINATION CORNER AND BUMPER LAMP ASSEMBLIES OF VARIOUS PART NUMBERS SOLD FOR USE AS AFTERMARKET EQUIPMENT FOR VARIOUS PASSENGER VEHICLES. THESE HEADLAMPS FAIL TO CONFORM TO THE REQUIREMENTS OF FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, "LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT." THESE LAMPS DO NOT CONTAIN THE REQUIRED AMBER SIDE REFLECTORS.1970.9%
 
Toyota Motor Engineering & Manufacturing (Toyota) is recalling certain 2010-2016 4Runner, 2003-2006 Tundra, 2003-2013 Corolla, 2009-2010 Corolla Matrix, 2004-2005 RAV4, 2002-2007 Sequoia, 2011-2013 Sienna, 2008-2012 Scion xB, 2008-2009 Lexus IS-F, 2007-2012 Yaris and Lexus ES350, 2010-2017 Lexus GX460, 2002-2010 Lexus SC430, 2006-2012 Lexus IS250 and IS350 and 2010-2015 Lexus IS250C and IS350C vehicles. These vehicles had their driver or passenger frontal air bag inflators previously replaced under a prior recall using inflators of the same design. The inflators may explode due to propellant degradation occurring after long-term exposure to high absolute humidity, temperature and temperature cycling.1840.9%
 
CERTAIN CK MOTORSPORTS COMBINATION HEADLIGHTS, CLEAR CORNER, BUMPER, AND SIDE MARKER LIGHTS SOLD AS REPLACEMENT LAMPS FOR USE ON THE PASSENGER VEHICLES LISTED ABOVE. SOME COMBINATION LAMPS THAT ARE NOT EQUIPPED WITH AMBER SIDE REFLECTORS FAIL TO CONFORM TO FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT.1730.8%
 
Volvo Cars of N.A., LLC (Volvo) is recalling certain 2008-2016 V70 and XC70, 2007-2016 S80, 2011-2018 S60 and V60, 2016-2018 S60 Cross Country, 2014-2020 S60L, 2009-2015 S80L, 2009-2016 XC60 and 2015-2018 V60 Cross Country vehicles. The flexible steel cable that connects the seat belt to the front outboard seating positions may fatigue over time, causing the seat belt to not secure the occupant in the event of a crash.1490.7%
 
Honda (American Honda Motor Co.) is recalling certain 2018-2019 Acura NSX, 2019 Acura RDX, RLX and RLX Sport Hybrid, 2018-2019 Honda Accord, Civic Hatchback, Civic Type R and HR-V, 2019-2020 Insight and 2019 Fit vehicles. The low-pressure fuel pump inside the fuel tank may fail. 1400.7%
 
Other values (3115)1842885.9%
 
(Missing)4242.0%
 
2020-08-09T17:35:54.518244image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length1982
Median length372
Mean length443.2255569
Min length3

ConsequenceSummary
Categorical

HIGH CARDINALITY
MISSING

Distinct count2591
Unique (%)12.7%
Missing1108
Missing (%)5.2%
Memory size167.6 KiB
An inflator explosion may result in sharp metal fragments striking the driver or other occupants resulting in serious injury or death.
 
1290
A delayed or inoperative rearview camera display can reduce the driver's view of what is behind the vehicle, increasing the risk of a crash.
 
630
WITHOUT THE AMBER REFLECTORS, THE VEHICLE WILL BE POORLY ILLUMINATED, POSSIBLY RESULTING IN A VEHICLE CRASH WITHOUT WARNING.
 
553
Operating a vehicle without a functioning instrument panel or rearview camera display increases the risk of a crash.
 
464
DECREASED LIGHTING VISIBILITY MAY RESULT IN A VEHICLE CRASH.
 
459
Other values (2586)
16954
ValueCountFrequency (%) 
An inflator explosion may result in sharp metal fragments striking the driver or other occupants resulting in serious injury or death.12906.0%
 
A delayed or inoperative rearview camera display can reduce the driver's view of what is behind the vehicle, increasing the risk of a crash.6302.9%
 
WITHOUT THE AMBER REFLECTORS, THE VEHICLE WILL BE POORLY ILLUMINATED, POSSIBLY RESULTING IN A VEHICLE CRASH WITHOUT WARNING.5532.6%
 
Operating a vehicle without a functioning instrument panel or rearview camera display increases the risk of a crash.4642.2%
 
DECREASED LIGHTING VISIBILITY MAY RESULT IN A VEHICLE CRASH.4592.1%
 
An inflator rupture may result in metal fragments striking the vehicle occupants resulting in serious injury or death.4151.9%
 
In the event of a crash necessitating deployment of the driver's frontal air bag, the inflator could rupture with metal fragments striking the driver or other occupants resulting in serious injury or death.2821.3%
 
IF A CRACK WERE TO FORM OR A SEAM WERE TO SEPARATE IN THE HEATER CORE END PIECE, HOT COOLANT COULD SUDDENLY BE EXPELLED, INCREASING THE RISK OF PERSONAL INJURY TO A VEHICLE OCCUPANT.2061.0%
 
If the fuel pump fails, the engine can stall while driving, increasing the risk of a crash.1990.9%
 
An unsecured occupant has an increased risk of injury in the event of a crash.1490.7%
 
Other values (2581)1570373.2%
 
(Missing)11085.2%
 
2020-08-09T17:35:54.704252image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length717
Median length124
Mean length130.9452419
Min length3

CorrectiveSummary
Categorical

HIGH CARDINALITY
MISSING

Distinct count3129
Unique (%)14.9%
Missing411
Missing (%)1.9%
Memory size167.6 KiB
Honda will notify owners that updated software is available. Owners have the option to either follow the mailed instructions to download and update the software for free, or visit a dealer to have the software update performed, free of charge. The recall is expected to begin September 23, 2020. Owners may contact Honda customer service at 1-888-234-2138. Honda's number for this recall is Y7Y.
 
630
Honda will notify owners, and dealers will reprogram the instrument panel control module software, free of charge. This recall is expected to begin September 23, 2020. Owners may contact Honda customer service at 1-888-234-2138. Honda's number for this recall is T89.
 
464
SABERSPORT WILL NOTIFY OWNERS AND OFFER A FULL REFUND FOR THE NONCOMPLIANT COMBINATION LAMPS. THE SAFETY RECALL BEGAN ON MAY 11, 2009. OWNERS MAY CONTACT SABERSPORT AT 1-909-598-7589.
 
247
PRO-A MOTORS WILL NOTIFY OWNERS AND OFFER TO REPURCHASE THE LAMPS. THE RECALL BEGAN ON APRIL 3, 2006. OWNERS MAY CONTACT PRO-A MOTORS AT 323-838-2988.
 
216
DEALERS WILL INSTALL A NEW DESIGN RADIATOR CAP TO CONTROL PRESSURE AND PROVIDE GREATER COOLANT OVERFLOW IN THE EVENT OF OVERHEATING.
 
206
Other values (3124)
19284
ValueCountFrequency (%) 
Honda will notify owners that updated software is available. Owners have the option to either follow the mailed instructions to download and update the software for free, or visit a dealer to have the software update performed, free of charge. The recall is expected to begin September 23, 2020. Owners may contact Honda customer service at 1-888-234-2138. Honda's number for this recall is Y7Y.6302.9%
 
Honda will notify owners, and dealers will reprogram the instrument panel control module software, free of charge. This recall is expected to begin September 23, 2020. Owners may contact Honda customer service at 1-888-234-2138. Honda's number for this recall is T89.4642.2%
 
SABERSPORT WILL NOTIFY OWNERS AND OFFER A FULL REFUND FOR THE NONCOMPLIANT COMBINATION LAMPS. THE SAFETY RECALL BEGAN ON MAY 11, 2009. OWNERS MAY CONTACT SABERSPORT AT 1-909-598-7589. 2471.2%
 
PRO-A MOTORS WILL NOTIFY OWNERS AND OFFER TO REPURCHASE THE LAMPS. THE RECALL BEGAN ON APRIL 3, 2006. OWNERS MAY CONTACT PRO-A MOTORS AT 323-838-2988.2161.0%
 
DEALERS WILL INSTALL A NEW DESIGN RADIATOR CAP TO CONTROL PRESSURE AND PROVIDE GREATER COOLANT OVERFLOW IN THE EVENT OF OVERHEATING.2061.0%
 
DOPE, INC. WILL NOTIFY OWNERS AND OFFER A FULL REFUND FOR THE NONCOMPLIANT COMBINATION LAMPS. THE SAFETY RECALL BEGAN ON JULY 28, 2009. OWNERS MAY CONTACT DOPE, INC. AT 1-626-272-1798. 1970.9%
 
Toyota will notify owners. Depending on the vehicle model, dealers will replace the front driver inflator, front passenger airbag inflator, the airbag assembly, or the front passenger airbag sub-assembly and inflator. The recall began November 20, 2019. Owners may contact Toyota customer service at 1-888-270-9371 or Lexus customer service at 1-800-255-3987. Toyota's numbers for this recall are J0A, J0B, and J0C. Lexus' numbers for this recall are JLI, JLJ, and JLK.1840.9%
 
CK MOTORSPORT WILL NOTIFY OWNERS AND REPLACE THE NONCOMPLIANT LAMPS FREE OF CHARGE. THE RECALL BEGAN ON JULY 1, 2006. OWNERS MAY CONTACT CK MOTORSPORT AT 1-909-610-7211.1730.8%
 
Volvo will notify owners, and dealers will replace the seat belt anchor cable for both front seats. This recall is expected to begin August 25, 2020. Owners may contact Volvo customer service at 1-800-458-1552. Volvo's number for this recall is R10029.1490.7%
 
Honda will notify owners and dealers will replace the fuel pump assembly, free of charge. The recall began July 22, 2020. Fit and HRV Owners will receive an interim letter notifying them of the safety risk, and a second letter will be sent once parts are available. Owners may contact Honda customer service at 1-888-234-2138.1400.7%
 
Other values (3119)1844185.9%
 
(Missing)4111.9%
 
2020-08-09T17:35:54.889260image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length1290
Median length245
Mean length259.4101967
Min length3

RecallNotes
Categorical

HIGH CARDINALITY

Distinct count1668
Unique (%)7.8%
Missing25
Missing (%)0.1%
Memory size167.6 KiB
Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.
10084
Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.
 
1543
OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> .
 
671
ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).
 
322
THIS RECALL ONLY PERTAINS TO AFTERMARKET REPLACEMENT EQUIPMENT AND HAS NO RELATION TO ANY ORIGINAL EQUIPMENT INSTALLED ON VEHICLES PRODUCED BY THE VEHICLE MANUFACTURER.IN ORDER TO DETERMINE IF YOUR AFTERMARKET LAMP ASSEMBLY IS AFFECTED BY THIS NONCOMPLIANCE, PLEASE REVIEW THE LIST OF MODEL NUMBERS PROVIDED TO US BY SABERSPORT.THE LIST CAN BE FOUND UNDER "DOCUMENT SEARCH" LOCATED AT THE BOTTOM OF YOUR SCREEN.OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> .
 
247
Other values (1663)
8566
ValueCountFrequency (%) 
Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.1008447.0%
 
Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. 15437.2%
 
OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> .6713.1%
 
ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).3221.5%
 
THIS RECALL ONLY PERTAINS TO AFTERMARKET REPLACEMENT EQUIPMENT AND HAS NO RELATION TO ANY ORIGINAL EQUIPMENT INSTALLED ON VEHICLES PRODUCED BY THE VEHICLE MANUFACTURER.IN ORDER TO DETERMINE IF YOUR AFTERMARKET LAMP ASSEMBLY IS AFFECTED BY THIS NONCOMPLIANCE, PLEASE REVIEW THE LIST OF MODEL NUMBERS PROVIDED TO US BY SABERSPORT.THE LIST CAN BE FOUND UNDER "DOCUMENT SEARCH" LOCATED AT THE BOTTOM OF YOUR SCREEN.OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> .2471.2%
 
CUSTOMERS CAN ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).2391.1%
 
THIS RECALL ONLY PERTAINS TO PRO-A MOTORS AFTERMARKET LAMPS AND HAS NO RELATION TO ANY ORIGINAL EQUIPMENT INSTALLED ON THE LISTED PASSENGER VEHICLES.FOR MORE INFORMATION ON THE LAMP MODEL NUMBERS, CLICK ON DOCUMENT SEARCH AND VIEW DOCUMENT TITLED "LAMP MODEL NUMBERS."CUSTOMERS MAY CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY: 1-800-424-9153); OR GO TO HTTP://WWW.SAFERCAR.GOV.2161.0%
 
OWNER NOTIFICATION BEGAN MARCH 31, 1999. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT BMW AT 1-800-831-1117.ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).2061.0%
 
THIS RECALL ONLY PERTAINS TO AFTERMARKET REPLACEMENT EQUIPMENT AND HAS NO RELATION TO ANY ORIGINAL EQUIPMENT INSTALLED ON VEHICLES PRODUCED BY THE VEHICLE MANUFACTURER.IN ORDER TO DETERMINE IF YOUR AFTERMARKET LAMP ASSEMBLY IS AFFECTED BY THIS NONCOMPLIANCE, PLEASE REVIEW THE LIST OF MODEL NUMBERS PROVIDED TO US BY DOPE, INC.THE LIST CAN BE FOUND UNDER "DOCUMENT SEARCH" LOCATED AT THE BOTTOM OF YOUR SCREEN. OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> .1970.9%
 
CUSTOMERS MAY CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY: 1-800-424-9153); OR GO TO HTTP://WWW.SAFERCAR.GOV.1790.8%
 
Other values (1658)752935.1%
 
2020-08-09T17:35:55.066267image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length884
Median length164
Mean length215.3539472
Min length3

RecallComponentID
Categorical

HIGH CARDINALITY

Distinct count19743
Unique (%)92.0%
Missing0
Missing (%)0.0%
Memory size167.6 KiB
000104612004461733000001105
 
45
000104612004229172000001105
 
45
000104612004170726000001105
 
45
000104612004229274000001568
 
45
000104612004461733000001568
 
45
Other values (19738)
21233
ValueCountFrequency (%) 
000104612004461733000001105450.2%
 
000104612004229172000001105450.2%
 
000104612004170726000001105450.2%
 
000104612004229274000001568450.2%
 
000104612004461733000001568450.2%
 
000104612004229336000001568450.2%
 
000104612004229336000001105450.2%
 
000104612004170727000001568450.2%
 
000104612004170726000001568450.2%
 
000104612004222739000001568450.2%
 
Other values (19733)2100897.9%
 
2020-08-09T17:35:55.269274image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length27
Median length27
Mean length27
Min length27

mfr_comp_name
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct count61
Unique (%)3.2%
Missing19570
Missing (%)91.2%
Memory size167.6 KiB
Unit Assy, Infotainment Control
630
Meter Assy., Combination
464
Seat belt cable fastening
149
Fuel Pump Module
140
Wire, Engine Room Main
 
102
Other values (56)
403
ValueCountFrequency (%) 
Unit Assy, Infotainment Control6302.9%
 
Meter Assy., Combination4642.2%
 
Seat belt cable fastening 1490.7%
 
Fuel Pump Module1400.7%
 
Wire, Engine Room Main1020.5%
 
MODULE ASSY - AIR BAG, DRIVER560.3%
 
Computer, Power Management Control490.2%
 
Rear Seat Belt Set330.2%
 
ACSM4i, Mid-Roll240.1%
 
PUMP WITH FILTER240.1%
 
Other values (51)2171.0%
 
(Missing)1957091.2%
 
2020-08-09T17:35:55.443281image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length48
Median length3
Mean length5.001677696
Min length3

mfr_comp_desc
Categorical

HIGH CARDINALITY
HIGH CORRELATION
MISSING

Distinct count68
Unique (%)3.6%
Missing19581
Missing (%)91.3%
Memory size167.6 KiB
Odyssey
546
Pilot
424
Seat belt cable fastening
149
Passport
132
Wire Harness
 
102
Other values (63)
524
ValueCountFrequency (%) 
Odyssey5462.5%
 
Pilot4242.0%
 
Seat belt cable fastening 1490.7%
 
Passport1320.6%
 
Wire Harness1020.5%
 
PSDI-5D Inflator for Front Driver Air Bag Module560.3%
 
Hybrid Control ECU490.2%
 
Air Bag Control Unit240.1%
 
Pump with filter240.1%
 
Head Air Bag - Left Side160.1%
 
Other values (58)3551.7%
 
(Missing)1958191.3%
 
2020-08-09T17:35:55.622288image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length120
Median length3
Mean length3.802917327
Min length3

mfr_comp_ptno
Categorical

HIGH CARDINALITY
MISSING

Distinct count187
Unique (%)10.8%
Missing19730
Missing (%)91.9%
Memory size167.6 KiB
9873244-01
 
24
78100-THR-AC2
 
16
78100-THR-A21
 
16
78100-THR-AC4
 
16
78100-THR-AB2
 
16
Other values (182)
1640
ValueCountFrequency (%) 
9873244-01240.1%
 
78100-THR-AC2160.1%
 
78100-THR-A21160.1%
 
78100-THR-AC4160.1%
 
78100-THR-AB2160.1%
 
78100-THR-A71160.1%
 
78100-THR-AD4160.1%
 
78100-TG7-AX1160.1%
 
78100-TGS-AJ2160.1%
 
78100-TGS-AK2160.1%
 
Other values (177)15607.3%
 
(Missing)1973091.9%
 
2020-08-09T17:35:55.801294image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Length

Max length94
Median length3
Mean length3.830273092
Min length3

Interactions

2020-08-09T17:35:38.420685image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:38.553690image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:38.685695image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:38.814700image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:38.942705image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:39.071710image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:39.201218image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:39.329224image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:39.455228image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:39.579234image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:39.711238image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:39.843244image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:39.973248image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:40.102254image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:40.231258image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:40.360263image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:40.488267image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:40.615274image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:40.738277image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:40.870282image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:41.002304image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:41.131310image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:41.258313image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:41.387318image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:41.516332image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:41.644328image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:41.770333image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:41.890346image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:42.017343image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:42.144348image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:42.270360image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:42.396366image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:42.521363image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:42.648367image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:42.769387image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:42.894392image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:43.016411image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:43.150416image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:43.279421image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:43.404426image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:43.528430image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:43.653436image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:43.779440image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:43.901444image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:44.023460image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:44.146465image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:44.276469image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:44.406475image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:44.533480image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:44.659484image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:44.787490image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:44.915494image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:45.041499image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:45.166504image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:45.288509image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:45.416514image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:45.543519image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:45.667523image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:45.788528image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:45.909533image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:46.035537image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:46.159542image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:46.285561image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:46.409566image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:46.538077image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:46.668083image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:46.794087image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:46.921092image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:47.045096image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:47.168101image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:47.288106image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:47.407110image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:47.524115image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:47.647120image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:47.769124image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:47.888129image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:48.367147image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:48.487152image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:48.606157image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:48.725162image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:48.841166image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Correlations

2020-08-09T17:35:55.895297image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2020-08-09T17:35:56.056307image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2020-08-09T17:35:56.226313image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2020-08-09T17:35:56.406319image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.
2020-08-09T17:35:56.608327image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

2020-08-09T17:35:49.167178image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:50.094232image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:50.527248image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/
2020-08-09T17:35:50.850764image/svg+xmlMatplotlib v3.3.0, https://matplotlib.org/

Sample

First rows

df_indexRecordIDCampaignNumberVehicleMakeVehicleModelVehicleYearMfgCampaignNumberComponentNameMfgFiledReportMfgBeginDateMfgEndDateRecallTypeCodePotentialUnitsAffectedOwnerNotifiedDateRecallInitiatorMfgOfRecalledProductsReportReceivedDateRecordCreationDateRegulationPartNumberFMVSafetyStandardNumberDefectSummaryConsequenceSummaryCorrectiveSummaryRecallNotesRecallComponentIDmfr_comp_namemfr_comp_descmfr_comp_ptno
0484902V250000HONDAFSC6002002NaNWHEELSAMERICAN HONDA MOTOR CO.20010808.020020708.0V2454.020020927.0MFRHonda (American Honda Motor Co.)20020917.020020917NaNNaNON CERTAIN MOTORCYCLES, UNDER CERTAIN RIDING CONDITIONS, SUCH AS CONTINUOUSLY BUMPY ROADS, THE REAR WHEEL COULD DEVELOP STRESS CRACKS WHERE THE WHEEL SPOKES ATTACH TO THE HUB.THE SPOKES WILL EVENTUALLY FAIL, CAUSING THE WHEEL TO COLLAPSE WITHOUT WARNING.DEALERS WILL REPLACE THE REAR WHEEL, INCLUDING A NEW TIRE. OWNER NOTIFICATION IS EXPECTED TO BEGIN DURING SEPTEMBER 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT HONDA MOTORCYCLE AT 1-800-289-8226.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015234000106390000000309NaNNaNNaN
1495002V250000HONDASILVER WING2002NaNWHEELSAMERICAN HONDA MOTOR CO.20010808.020020708.0V2454.020020927.0MFRHonda (American Honda Motor Co.)20020917.020020917NaNNaNON CERTAIN MOTORCYCLES, UNDER CERTAIN RIDING CONDITIONS, SUCH AS CONTINUOUSLY BUMPY ROADS, THE REAR WHEEL COULD DEVELOP STRESS CRACKS WHERE THE WHEEL SPOKES ATTACH TO THE HUB.THE SPOKES WILL EVENTUALLY FAIL, CAUSING THE WHEEL TO COLLAPSE WITHOUT WARNING.DEALERS WILL REPLACE THE REAR WHEEL, INCLUDING A NEW TIRE. OWNER NOTIFICATION IS EXPECTED TO BEGIN DURING SEPTEMBER 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT HONDA MOTORCYCLE AT 1-800-289-8226.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015234000106389000000309NaNNaNNaN
2676806V043000VOLKSWAGENBEETLE2006M8EQUIPMENT:OTHER:LABELSVOLKSWAGEN OF AMERICA, INC20051004.020060128.0V906.020060227.0MFRVolkswagen Group of America, Inc.20060209.020060214571110CERTAIN PASSENGER VEHICLES EQUIPPED WITH 17-INCH WHEELS AND A 2.5L ENGINE FAIL TO CONFORM TO THE REQUIREMENTS OF FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 110, "TIRE SELECTION AND RIMS." THESE VEHICLES WERE PRODUCED WITH A TIRE INFORMATION LABEL THAT LISTS AN INCORRECT FRONT TIRE SIZE. THE CORRECT FRONT TIRE SIZE SHOULD BE LISTED AS 225/45 R17. THE INFLATION PRESSURE IS CORRECT.A MISPRINTED LABEL COULD LEAD TO FITMENT OF IMPROPERLY SIZED REPLACEMENT TIRES.OWNERS WILL BE PROVIDED WITH A NEW TIRE INFORMATION LABEL AND INSTALLATION INSTRUCTIONS. AT THE CUSTOMER'S OPTION, A DEALER CAN PERFORM THE INSTALLATION FOR THEM FREE OF CHARGE. THE RECALL BEGAN ON FEBRUARY 27, 2006. OWNERS MAY CONTACT VOLKSWAGEN AT 1-800-893-5298.VOLKSWAGEN RECALL NO. M8.CUSTOMERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO HTTP://WWW.SAFERCAR.GOV.000022568000222738000000349NaNNaNNaN
3979802V037005VOLVOWX2000NaNSTEERING:LINKAGES:TIE ROD ASSEMBLYVOLVO TRUCKS NORTH AMERICA INC19990614.020000831.0V19915.020020725.0MFRVolvo Trucks North America20020815.020020815NaNNaNON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS.IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH.DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015117000106287000000020NaNNaNNaN
4989902V037005VOLVOWX1999NaNSTEERING:LINKAGES:TIE ROD ASSEMBLYVOLVO TRUCKS NORTH AMERICA INC19990614.020000831.0V19915.020020725.0MFRVolvo Trucks North America20020815.020020815NaNNaNON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS.IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH.DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015117000106286000000020NaNNaNNaN
59910002V037005VOLVOWG2000NaNSTEERING:LINKAGES:TIE ROD ASSEMBLYVOLVO TRUCKS NORTH AMERICA INC19990614.020000831.0V19915.020020725.0MFRVolvo Trucks North America20020815.020020815NaNNaNON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS.IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH.DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015117000106285000000020NaNNaNNaN
610010102V037005VOLVOWAH2000NaNSTEERING:LINKAGES:TIE ROD ASSEMBLYVOLVO TRUCKS NORTH AMERICA INC19990614.020000831.0V19915.020020725.0MFRVolvo Trucks North America20020815.020020815NaNNaNON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS.IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH.DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015117000106283000000020NaNNaNNaN
710110202V037005VOLVOWAH1999NaNSTEERING:LINKAGES:TIE ROD ASSEMBLYVOLVO TRUCKS NORTH AMERICA INC19990614.020000831.0V19915.020020725.0MFRVolvo Trucks North America20020815.020020815NaNNaNON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS.IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH.DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015117000106282000000020NaNNaNNaN
810210302V037005VOLVOVHD2000NaNSTEERING:LINKAGES:TIE ROD ASSEMBLYVOLVO TRUCKS NORTH AMERICA INC19990614.020000831.0V19915.020020725.0MFRVolvo Trucks North America20020815.020020815NaNNaNON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS.IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH.DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015117000106281000000020NaNNaNNaN
910310402V037005VOLVOVHD1999NaNSTEERING:LINKAGES:TIE ROD ASSEMBLYVOLVO TRUCKS NORTH AMERICA INC19990614.020000831.0V19915.020020725.0MFRVolvo Trucks North America20020815.020020815NaNNaNON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS.IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH.DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586.ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236).000015117000106280000000020NaNNaNNaN

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df_indexRecordIDCampaignNumberVehicleMakeVehicleModelVehicleYearMfgCampaignNumberComponentNameMfgFiledReportMfgBeginDateMfgEndDateRecallTypeCodePotentialUnitsAffectedOwnerNotifiedDateRecallInitiatorMfgOfRecalledProductsReportReceivedDateRecordCreationDateRegulationPartNumberFMVSafetyStandardNumberDefectSummaryConsequenceSummaryCorrectiveSummaryRecallNotesRecallComponentIDmfr_comp_namemfr_comp_descmfr_comp_ptno
2144815428915429020V355000BMW330I2019Toyota: 20TA09STEERING:LINKAGES:TIE ROD ASSEMBLYBMW of North America, LLCNaNNaNV2779.0NaNMFRBMW of North America, LLC20200615.020200616NaNNaNBMW of North America, LLC (BMW) is recalling certain 2019 Z4 sDrive30i, 2019-2020 330i xDrive, M340i and M340i xDrive, 2020 X3M and X4M, and Toyota Supra vehicles. In certain driving conditions, such as high temperatures and rough road surfaces, a steering gear tie rod may become damaged, possibly resulting in a fractured tie rod.A damaged or fractured tie rod may affect vehicle handling and control, increasing the risk of a crash.BMW and Toyota will notify owners, and dealers will replace the steering gear tie rods, free of charge. This recall is expected to begin August 7, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000103867004003718000000020Steering Gear Tie RodSteering Gear Tie Rod6887401 / 6887403
2144915429015429120V355000BMWZ42019Toyota: 20TA09STEERING:LINKAGES:TIE ROD ASSEMBLYBMW of North America, LLCNaNNaNV2779.0NaNMFRBMW of North America, LLC20200615.020200616NaNNaNBMW of North America, LLC (BMW) is recalling certain 2019 Z4 sDrive30i, 2019-2020 330i xDrive, M340i and M340i xDrive, 2020 X3M and X4M, and Toyota Supra vehicles. In certain driving conditions, such as high temperatures and rough road surfaces, a steering gear tie rod may become damaged, possibly resulting in a fractured tie rod.A damaged or fractured tie rod may affect vehicle handling and control, increasing the risk of a crash.BMW and Toyota will notify owners, and dealers will replace the steering gear tie rods, free of charge. This recall is expected to begin August 7, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000103867003983719000000020Steering Gear Tie RodSteering Gear Tie Rod6887401 / 6887403
2145015429115429220V355000BMWM340I2020Toyota: 20TA09STEERING:LINKAGES:TIE ROD ASSEMBLYBMW of North America, LLCNaNNaNV2779.0NaNMFRBMW of North America, LLC20200615.020200616NaNNaNBMW of North America, LLC (BMW) is recalling certain 2019 Z4 sDrive30i, 2019-2020 330i xDrive, M340i and M340i xDrive, 2020 X3M and X4M, and Toyota Supra vehicles. In certain driving conditions, such as high temperatures and rough road surfaces, a steering gear tie rod may become damaged, possibly resulting in a fractured tie rod.A damaged or fractured tie rod may affect vehicle handling and control, increasing the risk of a crash.BMW and Toyota will notify owners, and dealers will replace the steering gear tie rods, free of charge. This recall is expected to begin August 7, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000103867004155727000000020Steering Gear Tie RodSteering Gear Tie Rod6887401 / 6887403
2145115429215429320V447000HYUNDAIGENESIS G702020004GSTEERINGHyundai Motor AmericaNaNNaNV2.0NaNMFRHyundai Motor America20200731.020200731NaNNaNHyundai Motor America (Hyundai) is recalling certain 2020 Genesis G70 vehicles. A component within the Rack Mounted Motor Driven Power Steering (R-MDPS) Assembly may have been manufactured incorrectly, possibly resulting in the steering locking or becoming difficult while driving.A loss of steering control can increase the risk of a crash.Hyundai dealers have replaced the R-MDPS Assemblies, free of charge, prior to the sale of the vehicles. Owners may contact Hyundai customer service at 1-855-371-9460. Hyundai's number for this recall is 004G.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000104645004462731000000001NaNNaNNaN
2145215435115435219V738000BMWX42020NaNSTEERING:RACK AND PINION:PINION SHAFTBMW of North America, LLC20190928.020190928.0V20.020191009.0MFRBMW of North America, LLC20191016.020191017NaNNaNBMW of North America, LLC (BMW) is recalling certain 2020 BMW X3 M40i and X4 M40i vehicles. The steering rack pinion teeth may break under load, resulting in a loss of steering control.A loss of steering control increases risk of a crash.BMW has notified owners, and dealers will replace the steering gear, free of charge. The recall began October 9, 2019. Owners may contact BMW customer service at 1-800-525-7417.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000100086004185720000000009NaNNaNNaN
2145315435215435319V738000BMWX32020NaNSTEERING:RACK AND PINION:PINION SHAFTBMW of North America, LLC20190927.020190928.0V20.020191009.0MFRBMW of North America, LLC20191016.020191017NaNNaNBMW of North America, LLC (BMW) is recalling certain 2020 BMW X3 M40i and X4 M40i vehicles. The steering rack pinion teeth may break under load, resulting in a loss of steering control.A loss of steering control increases risk of a crash.BMW has notified owners, and dealers will replace the steering gear, free of charge. The recall began October 9, 2019. Owners may contact BMW customer service at 1-800-525-7417.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000100086004185719000000009NaNNaNNaN
2145415438715438819V617000VOLVOVNL2015RVXX1905SUSPENSION:FRONTVolvo Trucks North America20140604.020140611.0V20.020190927.0MFRVolvo Trucks North America20190821.020190822NaNNaNVolvo Trucks North America (Volvo Trucks) is recalling certain 2015 VNL vehicles equipped with Meritor FF967 Non-Drive Front Steer axles. The axles missed the heat treating operation during manufacturing, reducing their strength and possibly causing the axle beams to fracture.Fracture of the axle beam can cause a loss of vehicle control, increasing the risk of a crash.Volvo Trucks will notify the affected vehicle owners, and dealers will inspect and replace the axles as necessary, free of charge. The recall began September 27, 2019. Owners may contact Meritor customer service at 1-800-528-6586. Volvo Trucks' number for this recall is RVXX1905.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000099291001971401000000023NaNNaNNaN
2145515438815438919V850000BMWZ42020Toyota - 19TA20EXTERIOR LIGHTING:HEADLIGHTSBMW of North America, LLC20190716.020190820.0V245.020200124.0MFRBMW of North America, LLC20191127.020191202NaNNaNBMW of North America, LLC (BMW) is recalling certain 2020 Z4 M40i, Z4 sDrive30i, 330i and 330i xDrive vehicles as well as 2020 Toyota Supra vehicles. The headlight control units may fail causing a loss of one or both of the headlights.Headlight failure can reduce the driver's visibility, increasing the risk of a crash.BMW will notify owners, and dealers will replace the headlight control units, free of charge. The recall is expected to begin January 17, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000100828004188718000000217NaNNaNNaN
2145615438915439019V850000TOYOTASUPRA2020Toyota - 19TA20EXTERIOR LIGHTING:HEADLIGHTSBMW of North America, LLC20190715.020190725.0V245.020200124.0MFRToyota Motor Corporation20191127.020191202NaNNaNBMW of North America, LLC (BMW) is recalling certain 2020 Z4 M40i, Z4 sDrive30i, 330i and 330i xDrive vehicles as well as 2020 Toyota Supra vehicles. The headlight control units may fail causing a loss of one or both of the headlights.Headlight failure can reduce the driver's visibility, increasing the risk of a crash.BMW will notify owners, and dealers will replace the headlight control units, free of charge. The recall is expected to begin January 17, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000100828004130726000000217NaNNaNNaN
2145715439015439119V850000BMW330I2020Toyota - 19TA20EXTERIOR LIGHTING:HEADLIGHTSBMW of North America, LLC20190722.020191018.0V245.020200124.0MFRBMW of North America, LLC20191127.020191202NaNNaNBMW of North America, LLC (BMW) is recalling certain 2020 Z4 M40i, Z4 sDrive30i, 330i and 330i xDrive vehicles as well as 2020 Toyota Supra vehicles. The headlight control units may fail causing a loss of one or both of the headlights.Headlight failure can reduce the driver's visibility, increasing the risk of a crash.BMW will notify owners, and dealers will replace the headlight control units, free of charge. The recall is expected to begin January 17, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371.Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov.000100828004187724000000217NaNNaNNaN